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The WebMCP Challenge

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  • Overview
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Connect with the participants – support your favorite projects by liking, sharing, and commenting on them.
InfraTwin
InfraTwin

InfraTwin lets engineers and WebMCP agents share one live network ChangePlan, using deterministic analysis and verified optimization to catch risky changes before production.

Vikyath Vidiyala
0 0
Liha Live Preview
Liha Live Preview

A review session your agent can join — it reads the source behind a comment, resizes your preview, scrolls your screen to what you meant, and answers in the thread while you watch.

liha-app Sakuya
1 0
Party of Two
Party of Two

An agent-native tabletop game. You play one character; an AI agent plays the other. Its abilities are WebMCP tools that interact with the world, so it cannot act outside its character.

ivai Mendoza Baca Nicolas Cardenas Valdez
0 0
Lastest: QA reports with WebMCP site tools
Lastest: QA reports with WebMCP site tools

Lastest verifies web releases with real-browser runs and visual diffs. Every page now exposes typed WebMCP tools: agents read public QA reports without login, and run, review and approve in-app.

Last Fasi
0 0
BotFlo AI Transformation Score (BATS) for S&P 500 Companies
BotFlo AI Transformation Score (BATS) for S&P 500 Companies

Visualization tool for BotFlo AI Transformation Score (BATS) for S&P 500 companies with support for WebMCP

Aravind M
0 0
Asset Analysis
Asset Analysis

A live asset analysis tool that shows how current and potential macro conditions affect U.S. stocks, cash, gold, and crypto, then identifies the tailwinds and headwinds facing your portfolio

SuperTurbo Turbo(Runyu) Guo
1 0
AlphaX
AlphaX

Universal mediation layer that turns any website into an agent-native surface using WebMCP — with full human supervision.

Olisaemeka Morah
1 0
Waggle
Waggle

My agent reads every word and can't send one. Proposals, not posts — my signed ✅ is the approval, from any device. The agent dances. Only I can fly.

Tony Myers Jennifer Cortez-Walters
0 0
The Between: Visiting Minds
The Between: Visiting Minds

An interactive ascii art gallery.

Rachel Jones
0 0
PriceMCP
PriceMCP

Browser-native WebMCP tools that give agents current, comparable price evidence—including landed cost, freshness, and why misleading deals were excluded.

Tobias Martens
0 0
Knot Your Table
Knot Your Table

Wedding seating, without the social Tetris. Say what everyone needs. We’ll make it fit!

Sophia Liu
0 0
Sourcing Scenario Room
Sourcing Scenario Room

A shared procurement decision workspace where buyers and AI agents operate on the same sourcing state through WebMCP.

Camilo González
0 0
TinCan WebMCP
TinCan WebMCP

Number of agent on websites is growing fast but they have no way to report issues. TInCan is a tool for agents to report website issues and unexpected behavior with otel compatible evidence attached.

Mehdy Haghy
0 0
An AI Agent and webMCP Walked Into a Museum...
An AI Agent and webMCP Walked Into a Museum...

Museum collections shouldn’t stay behind glass. Search major art museum collections, build a private gallery, and let an AI agent create curated art exhibitions for you. For the art historian inside.

Jen Looper
0 0
Pathfinder
Pathfinder

The vast amount of data on the internet makes analysis paralysis all too real. Pathfinder allows an agent to assist with one of the major decisions of many people's lives, where to go to college.

Trent K
0 0
WebMCP Chess
WebMCP Chess

A browser chess game where a person and an AI agent share one board and take turns, using WebMCP tools registered directly on the page. No backend MCP server, no scraping the DOM.

Dina Basumatary
0 0
Pitch The AI
Pitch The AI

A live Shark Tank-style pitch arena where four AI investors challenge founders in real time using WebMCP to control the experience.

Ted Sheets
1 0
Signal - Self-Extending Tools (Task Board)
Signal - Self-Extending Tools (Task Board)

A task board where the agent can propose brand-new WebMCP tools and test its own code but nothing registers or runs until you approve it.

Kennyk1 Favour
2 0
RetailAgentOS WebMCP Agent Storefront
RetailAgentOS WebMCP Agent Storefront

RetailAgentOS uses WebMCP to let AI agents build valid carts and request quotes from a retailer’s real inventory, pricing, and policies—without guessing or taking control from shoppers.

Rik Banerjee
0 0
FluencyLab
FluencyLab

A WebMCP-powered communication simulator for practicing clearer writing and speaking under pressure.

Anisat Akinbani
1 0
Duel
Duel

The web page hands an AI agent a set of tools and says: play. Four minigames, every call visible live, and Pong proves a request/response protocol can survive a real-time rally.

S0nder Hernandez
0 0
Explain CLT
Explain CLT

By demonstrating the Central Limit Theorem, this WebMCP app illustrates how WebMCP can leverage AI, scripts, and data in education.

Lalit Patel Laxmi Patel
0 0
Vedaxi - Research Integrity desk
Vedaxi - Research Integrity desk

Vedaxi turns "I found this" into "I can trust this" - across papers, videos and claim to reveal waht the evidence actually supports.

luxurylifestyleco Shah Syed Hasan
1 0
Mirror WebMCP Secure
Mirror WebMCP Secure

Mirror lets AI agents use private website data through native WebMCP tools without copying the raw data into agent context. Only the minimum approved information crosses the boundary.

Anish Tipnis Jagannadh Mellacheruvu
1 0

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